Discovering and Learning Probabilistic Models of Black-Box AI Capabilities. - Daniel Bramblett; Rushang Karia; Adrian Ciotinga; Ruthvick Suresh; Pulkit Verma 001; YooJung Choi 001; Siddharth Srivastava 001 (CoRR, 2025)